We want to allow users to create custom model that can track custom objects. User created dataset and trained model will be public and as more users involved, the dataset and models will be plentified.
Tools needed
To be able to allow users to add custom objects to instance segmentation, we should provide:
data annotation toolkit (desktop or web app to allow users to tag the custom objects)
training toolkit
Considerations
maximum number of classes that can be detected/tracked
whether accuracy will be affected as the number of classes increase
Summary
We want to allow users to create custom model that can track custom objects. User created dataset and trained model will be public and as more users involved, the dataset and models will be plentified.
Tools needed
To be able to allow users to add custom objects to instance segmentation, we should provide:
Considerations